基于知识迁移和双向异步序列的对话生成模型

王勇超,曹钰,杨玉辉,许端清

Dialogue generation model based on knowledge transfer and two-direction asynchronous sequence

Yong-chao WANG,Yu CAO,Yu-hui YANG,Duan-qing XU

表 4 不同模型的自动评估结果统计

Tab.4 Statistics of automatic evaluation results with different models

模型 BLEU PPL ES Reddit Daily Dialog Reddit Daily Dialog Reddit Daily Dialog Seq2Seq 0.21 0.23 54.94 67.23 0.564 0.443 CopyNet 0.27 0.22 47.54 54.78 0.932 0.769 CCM 0.24 0.25 43.78 57.45 1.034 0.947 TransDG 0.34 0.33 40.19 48.19 1.148 1.026 本研究 0.39 0.37 38.77 44.83 1.482 1.279